Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
New Product Diffusion with Influentials and Imitators
Marketing Science
Firm-Created Word-of-Mouth Communication: Evidence from a Field Test
Marketing Science
Commentary---Contagion in Prescribing Behavior Among Networks of Doctors
Marketing Science
Editorial---People of Marketing Science
Marketing Science
The Strategic Impact of References in Business Markets
Marketing Science
The structure of online diffusion networks
Proceedings of the 13th ACM Conference on Electronic Commerce
Sequential and Temporal Dynamics of Online Opinion
Marketing Science
All online friends are not created equal: discovering influence structure in online social networks
Proceedings of the 14th Annual International Conference on Electronic Commerce
Peer Effects in the Diffusion of Solar Photovoltaic Panels
Marketing Science
Swayed by friends or by the crowd?
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
The user's communication patterns on a mobile social network site
Proceedings of the 7th Workshop on Social Network Mining and Analysis
Intention to purchase on social commerce websites across cultures: A cross-regional study
Information and Management
Expert Systems with Applications: An International Journal
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We study how opinion leadership and social contagion within social networks affect the adoption of a new product. In contrast to earlier studies, we find evidence of contagion operating over network ties, even after controlling for marketing effort and arbitrary systemwide changes. More importantly, we also find that the amount of contagion is moderated by both the recipients' perception of their opinion leadership and the sources' volume of product usage. The other key finding is that sociometric and self-reported measures of leadership are weakly correlated and associated with different kinds of adoption-related behaviors, which suggests that they probably capture different constructs. We discuss the implications of these novel findings for diffusion theory and research and for marketing practice.